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Continual

Continual lets teams build governed operational software, analytics, applications, and AI agents connected to their business systems, with plans for small teams through enterprise rollouts.

Try Continual

continual.ai·Free + paid plans·Checked 2026-08-21

Continual screenshotHow Generative AI Is Remaking UI/UX DesignAI is reshaping UIWhat is Continual Learning in AI and Machine Learning?Claude AI Assistant Modern Mobile App Redesign by Farhan ahmed Jibon on  Dribbble
Continualcontinual.ai
Continual screenshot
Continualcontinual.ai

What is Continual?

Continual is a platform for building company-specific operational software with AI. Users describe how an operation should work, and Continual creates data models, workflows, interfaces, and agents on a shared foundation. It connects to CRMs, ERPs, spreadsheets, documents, APIs, Git, and managed Postgres, with deployment, authentication, permissions, and monitoring included.

What are the pros and cons of Continual?

Strengths

Combines operational data, workflows, applications, analytics, and agents in one system
Supports permissioned workflows with approvals, policies, and audit controls
Includes deployment, authentication, permissions, and monitoring
Allows engineers to inspect and extend applications through Git and managed Postgres
Unlimited collaborators are included without seat-based pricing

Trade-offs

Usage consumes a shared credit balance across models, tools, runtime, database, and storage
The Free plan is limited to one project and starter credits
The Business plan includes $100 in monthly credits, so larger workloads can require additional credits
Enterprise pricing is volume-based and requires contacting sales

What are Continual’s key features?

Build data models, workflows, interfaces, and AI agents by describing the desired operation in chat
Combine analytics, applications, and agents on one governed operational foundation
Manage objects, approvals, automations, metrics, permissions, and audit controls
Connect CRMs, ERPs, spreadsheets, documents, APIs, and external agents
Deploy with built-in authentication, permissions, and monitoring
Store code in Git and data in managed Postgres for inspection and extension

What are the best use cases for Continual?

Build supply-chain operations software covering products, vendors, orders, inventory, shipments, and invoices
Investigate invoice variance, freight charges, late shipments, and other operational exceptions with an AI agent
Create a renewal operation with customer and contract data, review workflows, notifications, and a renewal coordinator agent
Run finance operations with purchasing workflows, finance controls, linked records, and margin tracking

What is the pricing for Continual?

PlanPriceDetails
Free$0/monthOne project, starter credits, and unlimited collaborators with no credit card required
Business$100/monthUnlimited projects, $100 in monthly credits, one shared company balance, and email support
EnterpriseCustomMore than 5,000 monthly credits, SAML SSO and SCIM provisioning, white-glove onboarding and support, and flexible deployment options

Annual plans include 10% off the monthly commitment price. Credits can be added when the balance runs out.

Checked 2026-08-21 · source

Who is Continual best for?

small teamBusiness teams can build and run custom operational software without buying individual seats.
enterpriseEnterprise organizations get SSO, SCIM, flexible deployment, and onboarding support for broader rollouts.
developersDevelopers can inspect and extend generated applications through Git and managed Postgres.
operations managersOperations leaders can turn processes such as purchasing, renewals, finance controls, and exception handling into working systems.
Not for
  • Teams seeking a traditional warehouse-native machine learning workbench should compare other platforms first.
  • Organizations that need predictable seat-based pricing should avoid this credit-based billing model.

What are the best Continual alternatives?

Where can I try Continual?

Open continual.ai